Forecasting Forward Patent Citations: Comparison of Citation-Lag Distribution, Tobit Regression, and Deep Learning Approaches
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DOI: 10.1109/tem.2020.2978528
Abstract: This article aims to compare the existing approaches, such as citation-lag distribution, Tobit regression, and multilayered neural network to forecast forward patent citations as a proxy for patent technological impact. For the purpose of analysis,… read more here.
Keywords: information; lag distribution; patent; deep learning ... See more keywords